Theses

Here you can find theses of Know-Center employees

Rule-based test data extraction for training machine learning algorithms

Bachelor's thesis Florian Salbrechter 2011

In this thesis we examine the automatic generation of training data in order to train a machine learning algorithm. We will use a rule-based approach to generate the training data which is build using the GATE Natural Language Processing framework. The machine learning algorithm is using a statistical model, the…

Adaptive Ontology Learning im Kontext Information-Retrieval

Master's thesis Georg Öttl 2009

Recent IE systems extract named entities rule based, with machine learning approaches or by using a mixture of both. The main drawback of a rule based approach is that it requires the manual adaption of rules to a particular dataset. A machine learning algorithm, on the other hand, typically needs…

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